{"id":19802,"date":"2025-07-10T07:24:34","date_gmt":"2025-07-10T07:24:34","guid":{"rendered":"https:\/\/adaptiverecognition.com\/?p=19802"},"modified":"2025-07-10T11:42:39","modified_gmt":"2025-07-10T11:42:39","slug":"vehicle-make-and-model-recognition","status":"publish","type":"post","link":"https:\/\/adaptiverecognition.com\/pl\/blog\/traffic-transportation\/vehicle-make-and-model-recognition\/","title":{"rendered":"Rozpoznawanie marki i modelu pojazdu (MMR) wyja\u015bnione: Jak identyfikacja pojazd\u00f3w nap\u0119dza warto\u015b\u0107 biznesow\u0105"},"content":{"rendered":"<h2 class=\"wp-block-heading\" id=\"h-what-is-mmr-make-model-recognition\">Czym jest MMR (Make, Model Recognition)?<\/h2>\n\n\n\n<p class=\"translation-block\">MMR, czyli rozpoznawanie marki i modelu pojazdu, to zaawansowana technologia identyfikacji pojazd\u00f3w, kt\u00f3ra automatycznie wykrywa mark\u0119 (make), konkretny model, generacj\u0119, kategori\u0119 pojazdu oraz jego kolor na podstawie danych wizualnych \u2013 zazwyczaj rejestrowanych przez kamery ANPR (Automatic Number Plate Recognition).<\/p>\n\n\n\n<p class=\"translation-block\">W przeciwie\u0144stwie do podstawowego odczytu tablic rejestracyjnych, MMR dodaje g\u0142\u0119bsz\u0105 warstw\u0119 inteligencji do procesu rozpoznawania pojazd\u00f3w. Dzi\u0119ki identyfikacji takich cech jak marka, model, generacja i kolor, MMR mo\u017ce doda\u0107 dodatkowy poziom weryfikacji wynik\u00f3w ANPR \u2014 umo\u017cliwiaj\u0105c oznaczanie niezgodno\u015bci, eliminowanie potencjalnych b\u0142\u0119d\u00f3w odczytu oraz wykrywanie podejrzanych niezgodno\u015bci mi\u0119dzy tablic\u0105 a pojazdem.<\/p>\n\n\n\n<p class=\"translation-block\">Dzi\u0119ki temu jest to pot\u0119\u017cne narz\u0119dzie w bran\u017cach takich jak systemy poboru op\u0142at, egzekwowanie przepis\u00f3w drogowych, kontrola dost\u0119pu, retail i hotelarstwo, gdzie szczeg\u00f3\u0142owa wiedza o poje\u017adzie przek\u0142ada si\u0119 na wi\u0119ksz\u0105 warto\u015b\u0107.<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-large\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"498\" src=\"https:\/\/adaptiverecognition.com\/wp-content\/uploads\/2025\/07\/vehicle-make-and-model-recognition-blog-article-inline-image-1-1024x498.jpg\" alt=\"vehicle make and model recognition blog article inline image: data panel\" class=\"wp-image-19798\" srcset=\"https:\/\/adaptiverecognition.com\/wp-content\/uploads\/2025\/07\/vehicle-make-and-model-recognition-blog-article-inline-image-1-1024x498.jpg 1024w, https:\/\/adaptiverecognition.com\/wp-content\/uploads\/2025\/07\/vehicle-make-and-model-recognition-blog-article-inline-image-1-300x146.jpg 300w, https:\/\/adaptiverecognition.com\/wp-content\/uploads\/2025\/07\/vehicle-make-and-model-recognition-blog-article-inline-image-1-768x373.jpg 768w, https:\/\/adaptiverecognition.com\/wp-content\/uploads\/2025\/07\/vehicle-make-and-model-recognition-blog-article-inline-image-1-1536x746.jpg 1536w, https:\/\/adaptiverecognition.com\/wp-content\/uploads\/2025\/07\/vehicle-make-and-model-recognition-blog-article-inline-image-1-18x9.jpg 18w, https:\/\/adaptiverecognition.com\/wp-content\/uploads\/2025\/07\/vehicle-make-and-model-recognition-blog-article-inline-image-1.jpg 1920w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-the-mmr-advantage-turning-vehicle-data-into-business-value\">Zalety MMR: przekszta\u0142canie danych o pojazdach w warto\u015b\u0107 biznesow\u0105<\/h2>\n\n\n\n<p class=\"translation-block\">Tradycyjne ANPR m\u00f3wi Ci kto \u2013 ale rozpoznawanie marki, modelu i koloru (MMR) m\u00f3wi znacznie wi\u0119cej. Zamieniaj\u0105c zwyk\u0142y odczyt tablicy rejestracyjnej w szczeg\u00f3\u0142owy profil pojazdu, MMR odblokowuje nowe poziomy efektywno\u015bci operacyjnej i analityki biznesowej w r\u00f3\u017cnych bran\u017cach.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"translation-block\"><strong>Szybsze rozwi\u0105zywanie incydent\u00f3w:<\/strong> w rzeczywistych sytuacjach, gdy \u015bwiadkowie pami\u0119taj\u0105 jedynie cechy pojazdu \u2014 a nie numer tablicy \u2014 MMR pomaga szybko zaw\u0119zi\u0107 grono podejrzanych. Filtrowanie wed\u0142ug kategorii, koloru i czasu \u2014 a w sprzyjaj\u0105cych przypadkach tak\u017ce wed\u0142ug marki i modelu \u2014 pozwala znale\u017a\u0107 w\u0142a\u015bciw\u0105 tablic\u0119 w ci\u0105gu kilku sekund, zmniejszaj\u0105c przestoje i eliminuj\u0105c krytyczne luki w monitoringu bezpiecze\u0144stwa.<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"translation-block\"><strong>Identyfikacja klient\u00f3w o wysokiej warto\u015bci:<\/strong> Luksusowe SUV przy wje\u017adzie z us\u0142ug\u0105 valet lub <a href=\"\/pl\/case-study\/smooth-customer-experience-at-drive-thru-retail-pick-up-points-in-scandinavia\/\" target=\"_blank\" rel=\"noreferrer noopener\">samoch\u00f3d rodzinny powracaj\u0105cy do sklepu<\/a> mog\u0105 sygnalizowa\u0107 si\u0142\u0119 nabywcz\u0105, styl \u017cycia lub lojalno\u015b\u0107. Dzi\u0119ki MMR firmy mog\u0105 rozpozna\u0107 nie tylko pojazd, ale tak\u017ce potencja\u0142 kierowcy \u2014 i odpowiednio reagowa\u0107.<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"translation-block\"><strong>Automatyczne r\u00f3\u017cnicowanie us\u0142ug:<\/strong> Od przydzielania w\u0142a\u015bciwego miejsca parkingowego po priorytetyzacj\u0119 meldowania go\u015bci, MMR umo\u017cliwia zr\u00f3\u017cnicowan\u0105 obs\u0142ug\u0119 w zale\u017cno\u015bci od typu, wielko\u015bci lub marki pojazdu \u2014 co jest pot\u0119\u017cnym narz\u0119dziem dla hoteli, o\u015brodk\u00f3w wypoczynkowych i obiekt\u00f3w rozrywkowych, kt\u00f3re chc\u0105 podnie\u015b\u0107 jako\u015b\u0107 do\u015bwiadcze\u0144.<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"translation-block\"><strong>Decyzje oparte na danych:<\/strong> W po\u0142\u0105czeniu z czasem i lokalizacj\u0105 wzorce dotycz\u0105ce typ\u00f3w pojazd\u00f3w mog\u0105 wspiera\u0107 strategie marketingowe, uk\u0142ad przestrzeni, harmonogramy pracy, a nawet planowanie zapas\u00f3w. MMR dostarcza cennego wgl\u0105du tam, gdzie same dane tablic rejestracyjnych okazuj\u0105 si\u0119 niewystarczaj\u0105ce.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-real-world-applications-of-make-and-model-recognition-technology\">Rzeczywiste zastosowania technologii rozpoznawania marki i modelu pojazdu<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-1-security-and-access-control-smarter-verification-safer-spaces-nbsp\">1. Bezpiecze\u0144stwo i kontrola dost\u0119pu: inteligentniejsza weryfikacja, bezpieczniejsze przestrzenie&nbsp;<\/h3>\n\n\n\n<p>Nowoczesne systemy ANPR z wbudowanym rozpoznawaniem marki i modelu (MMR) zmieniaj\u0105 spos\u00f3b, w jaki organizacje zarz\u0105dzaj\u0105 dost\u0119pem pojazd\u00f3w i reaguj\u0105 na incydenty \u2014 wychodz\u0105c poza podstawow\u0105 obs\u0142ug\u0119 bram i oferuj\u0105c inteligentniejsze, wielowarstwowe podej\u015bcie do bezpiecze\u0144stwa.&nbsp;<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-from-vague-descriptions-to-concrete-evidence\"><strong>Od niejasnych opis\u00f3w do konkretnych dowod\u00f3w<\/strong><\/h4>\n\n\n\n<p class=\"translation-block\">W <a href=\"\/pl\/case-study\/streamlining-security-simplifying-arrival-raglan-holiday-park-enhances-security-and-guest-experience-with-einar-anpr-cameras\/\" target=\"_blank\" rel=\"noreferrer noopener\">osiedlach mieszkaniowych<\/a> i biurowcach \u015bwiadkowie cz\u0119sto nie pami\u0119taj\u0105 szczeg\u00f3\u0142\u00f3w \u2014 ludzie rzadko zapami\u0119tuj\u0105 numery rejestracyjne. Wyobra\u017a sobie: kto\u015b zg\u0142asza, \u017ce jego samoch\u00f3d zosta\u0142 zarysowany w po\u0142udnie w prywatnym gara\u017cu, ale pami\u0119ta tylko, \u017ce by\u0142 to czerwony Opel. Dzi\u0119ki MMR to wystarczy. System mo\u017ce natychmiast filtrowa\u0107 pojazdy wed\u0142ug koloru, marki i czasu, zaw\u0119\u017caj\u0105c list\u0119 podejrzanych w ci\u0105gu kilku sekund. Po filtrowaniu ujawniany jest pe\u0142ny profil pojazdu \u2014 wraz z tablic\u0105. Zamienia to niejasne zg\u0142oszenia w konkretne tropy, znacz\u0105co skracaj\u0105c czas dochodzenia i zwi\u0119kszaj\u0105c skuteczno\u015b\u0107 reakcji.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-protecting-complex-sites-from-unauthorized-entry-nbsp\"><strong>Ochrona z\u0142o\u017conych obiekt\u00f3w przed nieuprawnionym wjazdem<\/strong>&nbsp;<\/h4>\n\n\n\n<p>W parkach przemys\u0142owych i centrach logistycznych wyzwania s\u0105 bardziej z\u0142o\u017cone. Nie chodzi tylko o otwieranie bram \u2014 lecz o zapewnienie, \u017ce tylko uprawnione pojazdy wje\u017cd\u017caj\u0105 do odpowiednich stref we w\u0142a\u015bciwym czasie. Kierowcy podwykonawc\u00f3w czasem pr\u00f3buj\u0105 omija\u0107 oficjalne procedury, korzystaj\u0105c z bocznych dr\u00f3g lub wsp\u00f3\u0142dzielonych kod\u00f3w dost\u0119pu. Systemy oparte wy\u0142\u0105cznie na tablicach mog\u0105 mie\u0107 trudno\u015b\u0107 w wykrywaniu takich obej\u015b\u0107 \u2014 szczeg\u00f3lnie je\u015bli tablice s\u0105 podrobione lub u\u017cyte ponownie. MMR dodaje kluczow\u0105 drug\u0105 warstw\u0119 weryfikacji: nawet je\u015bli tablica si\u0119 zgadza, dost\u0119p zostaje odrzucony, je\u015bli marka i model pojazdu nie odpowiadaj\u0105 oczekiwanemu profilowi. Zmniejsza to liczb\u0119 nieuprawnionych wjazd\u00f3w, wymusza w\u0142a\u015bciwe trasy i wzmacnia zar\u00f3wno bezpiecze\u0144stwo, jak i kontrol\u0119 operacyjn\u0105.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"518\" src=\"https:\/\/adaptiverecognition.com\/wp-content\/uploads\/2025\/03\/Grizindarzs-parking-revenue-increase-case-study-intext-image-1024x518.jpg\" alt=\"Grizindarzs parking revenue increase case study in-text image\" class=\"wp-image-18971\" srcset=\"https:\/\/adaptiverecognition.com\/wp-content\/uploads\/2025\/03\/Grizindarzs-parking-revenue-increase-case-study-intext-image-1024x518.jpg 1024w, https:\/\/adaptiverecognition.com\/wp-content\/uploads\/2025\/03\/Grizindarzs-parking-revenue-increase-case-study-intext-image-300x152.jpg 300w, https:\/\/adaptiverecognition.com\/wp-content\/uploads\/2025\/03\/Grizindarzs-parking-revenue-increase-case-study-intext-image-768x389.jpg 768w, https:\/\/adaptiverecognition.com\/wp-content\/uploads\/2025\/03\/Grizindarzs-parking-revenue-increase-case-study-intext-image-1536x777.jpg 1536w, https:\/\/adaptiverecognition.com\/wp-content\/uploads\/2025\/03\/Grizindarzs-parking-revenue-increase-case-study-intext-image-2048x1036.jpg 2048w, https:\/\/adaptiverecognition.com\/wp-content\/uploads\/2025\/03\/Grizindarzs-parking-revenue-increase-case-study-intext-image-18x9.jpg 18w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-2-traffic-management-amp-urban-planning-data-that-drives-smarter-cities-nbsp\">2. Zarz\u0105dzanie ruchem i planowanie miejskie: dane nap\u0119dzaj\u0105ce inteligentniejsze miasta&nbsp;<\/h3>\n\n\n\n<p class=\"translation-block\">W miar\u0119 jak obszary miejskie zmagaj\u0105 si\u0119 z narastaj\u0105cymi problemami \u2014 <a href=\"\/pl\/case-study\/automatic-number-plate-recognition-to-reduce-traffic-congestion-at-orleans-nauset-beach\/\" target=\"_blank\" rel=\"noreferrer noopener\">korkami<\/a>, zanieczyszczeniem i ograniczon\u0105 liczb\u0105 miejsc parkingowych \u2014 systemy ANPR wzbogacone o MMR dostarczaj\u0105 dane potrzebne do tworzenia m\u0105drzejszych i bardziej elastycznych strategii mobilno\u015bci.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-smarter-parking-systems-nbsp\"><strong>Inteligentniejsze systemy parkingowe<\/strong>&nbsp;<\/h4>\n\n\n\n<p>Wyobra\u017a sobie system parkowania, kt\u00f3ry nie tylko wykrywa wolne miejsca, ale aktywnie przydziela je na podstawie rodzaju pojazdu. Ma\u0142e i elektryczne pojazdy mog\u0142yby by\u0107 kierowane na centralne miejsca, podczas gdy wi\u0119ksze samochody trafi\u0142yby do stref zdolnych je pomie\u015bci\u0107. Aplikacje mobilne mog\u0142yby nast\u0119pnie prowadzi\u0107 kierowc\u00f3w do najodpowiedniejszych miejsc, skracaj\u0105c czas poszukiwania, zmniejszaj\u0105c emisje i zwi\u0119kszaj\u0105c rotacj\u0119. Takie usprawnienia nie tylko poprawiaj\u0105 do\u015bwiadczenie kierowc\u00f3w \u2014 przynosz\u0105 r\u00f3wnie\u017c szeroko zakrojone korzy\u015bci \u015brodowiskowe i ekonomiczne.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-dynamic-traffic-optimization-nbsp\"><strong>Dynamiczna optymalizacja ruchu<\/strong>&nbsp;<\/h4>\n\n\n\n<p class=\"translation-block\">Dzi\u0119ki danym MMR miasta mog\u0105 uzyska\u0107 wgl\u0105d w czasie rzeczywistym, jakie typy pojazd\u00f3w korzystaj\u0105 z kluczowych tras. Umo\u017cliwia to inteligentniejsze sterowanie sygnalizacj\u0105 \u2014 na przyk\u0142ad priorytetyzowanie autobus\u00f3w, pojazd\u00f3w ratunkowych lub przekierowywanie ci\u0119\u017ckich transport\u00f3w. <a href=\"\/pl\/blog\/traffic-transportation\/low-emission-zones\/\" target=\"_blank\" rel=\"noreferrer noopener\">W strefach niskoemisyjnych<\/a> w\u0142adze mog\u0105 r\u00f3wnie\u017c wykorzystywa\u0107 te dane do identyfikowania i reagowania na wysokoemisyjne typy pojazd\u00f3w, dynamicznie reguluj\u0105c dost\u0119p, aby zr\u00f3wnowa\u017cy\u0107 cele czystego powietrza z potrzebami mobilno\u015bci.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"523\" src=\"https:\/\/adaptiverecognition.com\/wp-content\/uploads\/2022\/11\/Enforcement_greece_HERO_Image_1920x980_1-1024x523.jpg\" alt=\"traffic enforcement camera greece hero image\" class=\"wp-image-7431\" srcset=\"https:\/\/adaptiverecognition.com\/wp-content\/uploads\/2022\/11\/Enforcement_greece_HERO_Image_1920x980_1-1024x523.jpg 1024w, https:\/\/adaptiverecognition.com\/wp-content\/uploads\/2022\/11\/Enforcement_greece_HERO_Image_1920x980_1-300x153.jpg 300w, https:\/\/adaptiverecognition.com\/wp-content\/uploads\/2022\/11\/Enforcement_greece_HERO_Image_1920x980_1-768x392.jpg 768w, https:\/\/adaptiverecognition.com\/wp-content\/uploads\/2022\/11\/Enforcement_greece_HERO_Image_1920x980_1-1536x784.jpg 1536w, https:\/\/adaptiverecognition.com\/wp-content\/uploads\/2022\/11\/Enforcement_greece_HERO_Image_1920x980_1-18x9.jpg 18w, https:\/\/adaptiverecognition.com\/wp-content\/uploads\/2022\/11\/Enforcement_greece_HERO_Image_1920x980_1.jpg 1920w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-from-vehicle-recognition-to-strategy-nbsp\">Od rozpoznawania pojazd\u00f3w do strategii&nbsp;<\/h2>\n\n\n\n<p>Cho\u0107 cz\u0119\u015b\u0107 z tych zastosowa\u0144 wci\u0105\u017c si\u0119 rozwija, kierunek jest jasny: ANPR i MMR wsp\u00f3lnie zamieniaj\u0105 surowe dane o pojazdach w realne rezultaty. Niezale\u017cnie od tego, czy chodzi o usprawnienie kontroli dost\u0119pu, czy kszta\u0142towanie miejskich strategii mobilno\u015bci, mo\u017cliwo\u015b\u0107 identyfikacji nie tylko tablicy rejestracyjnej \u2014 ale pe\u0142nego profilu pojazdu \u2014 otwiera drog\u0119 do inteligentniejszych, bezpieczniejszych i bardziej wydajnych system\u00f3w.<\/p>\n\n\n\n<div style=\"text-align: center; padding: 20px 0px\">\n<a href=\"\/pl\/contact-us\/\" class=\"button-small\"><br \/>\n<span class=\"button-text-small\">Skontaktuj si\u0119 z nami<\/span><\/p>\n<div class=\"circle-small\">\n<span class=\"arrow-small initial-arrow-small\"><i class=\"fa fa-arrow-right\"><\/i><\/span><br \/>\n<span class=\"arrow-small hover-arrow-small\"><i class=\"fa fa-arrow-right\"><\/i><\/span>\n<\/div>\n<\/a>\n<\/div>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-frequently-asked-questions-about-make-and-model-recognition-mmr\">Najcz\u0119\u015bciej zadawane pytania dotycz\u0105ce rozpoznawania marki i modelu (MMR)<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-1-what-is-the-make-and-model-of-a-car\">1. Czym jest marka i model samochodu?<\/h3>\n\n\n\n<p class=\"translation-block\">Marka samochodu odnosi si\u0119 do jego producenta, takiego jak Toyota, Ford czy BMW. Model oznacza konkretn\u0105 lini\u0119 produktow\u0105 danego producenta, na przyk\u0142ad Corolla, Mustang lub X5. Razem marka i model umo\u017cliwiaj\u0105 dok\u0142adniejsz\u0105 identyfikacj\u0119 pojazdu ni\u017c sama tablica rejestracyjna.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-2-is-car-make-and-model-pii-personally-identifiable-information\">2. Czy marka i model samochodu to dane osobowe (PII)?<\/h3>\n\n\n\n<p class=\"translation-block\">Nie, sama marka i model pojazdu nie s\u0105 uznawane za dane osobowe. Jednak w po\u0142\u0105czeniu z innymi informacjami \u2014 takimi jak numer rejestracyjny, znacznik czasu lub lokalizacja \u2014 mog\u0105 sta\u0107 si\u0119 danymi wra\u017cliwymi i powinny by\u0107 przetwarzane zgodnie z przepisami dotycz\u0105cymi prywatno\u015bci, takimi jak GDPR lub CCPA.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-3-can-a-vin-number-tell-you-the-make-and-model-of-a-vehicle\">3. Czy numer VIN mo\u017ce wskaza\u0107 mark\u0119 i model pojazdu?<\/h3>\n\n\n\n<p class=\"translation-block\">Tak. VIN (Vehicle Identification Number) zawiera informacje o marce, modelu, roku produkcji, typie silnika i wiele wi\u0119cej. Jednak numer VIN jest widoczny jedynie z bliskiej odleg\u0142o\u015bci. Technologie takie jak Make and Model Recognition (MMR) identyfikuj\u0105 atrybuty pojazdu zdalnie, wykorzystuj\u0105c analiz\u0119 obrazu z kamer.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-4-how-to-find-the-make-and-model-of-a-vehicle\">4. Jak znale\u017a\u0107 mark\u0119 i model pojazdu?<\/h3>\n\n\n\n<p class=\"translation-block\">Mark\u0119 i model samochodu mo\u017cna sprawdzi\u0107 w dokumentach rejestracyjnych, polisach ubezpieczeniowych lub poprzez dekodowanie numeru VIN. Do zdalnej lub zautomatyzowanej identyfikacji oprogramowanie Make and Model Recognition (MMR) mo\u017ce wykry\u0107 mark\u0119, model, generacj\u0119 i kolor pojazdu na podstawie obraz\u00f3w \u2014 bez potrzeby r\u0119cznego wyszukiwania.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-5-how-is-mmr-integrated-into-adaptive-recognition-s-anpr-systems-and-cameras\">5. Jak MMR jest zintegrowane z systemami i kamerami ANPR firmy Adaptive Recognition?<\/h3>\n\n\n\n<p class=\"translation-block\">MMR jest wbudowane w <a href=\"\/pl\/products\/vidar-anpr-camera\/\" target=\"_blank\" rel=\"noreferrer noopener\">kamer\u0119 Vidar do odczytu tablic<\/a>, <a href=\"\/pl\/products\/lynet-mobile-anpr-camera\/\" target=\"_blank\" rel=\"noreferrer noopener\">mobiln\u0105 kamer\u0119 Lynet ANPR<\/a>, <a href=\"\/pl\/products\/einar-anpr-camera\/\" target=\"_blank\" rel=\"noreferrer noopener\">kamer\u0119 Einar do kontroli dost\u0119pu pojazd\u00f3w<\/a> oraz w <a href=\"\/pl\/product-categories\/software\/\" target=\"_blank\" rel=\"noreferrer noopener\">rozwi\u0105zania programowe Carmen\u00ae ANPR<\/a>. Dzia\u0142a <strong>w czasie rzeczywistym bezpo\u015brednio na urz\u0105dzeniu<\/strong> lub poprzez <strong>API\/SDK<\/strong> w instalacjach serwerowych. System jest w pe\u0142ni <strong>modu\u0142owy i zgodny z GDS<\/strong>, co umo\u017cliwia szybkie i skalowalne wdro\u017cenia niestandardowe.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-6-how-accurate-is-mmr-in-real-world-conditions\">6. Jaka jest dok\u0142adno\u015b\u0107 MMR w warunkach rzeczywistych?<\/h3>\n\n\n\n<p class=\"translation-block\">MMR firmy Adaptive Recognition osi\u0105ga do 98% dok\u0142adno\u015bci w idealnych warunkach i dzia\u0142a niezawodnie w \u015brodowiskach rzeczywistych z ruchem, s\u0142abym o\u015bwietleniem lub zas\u0142oni\u0119ciem. Dzi\u0119ki treningowi na milionach obraz\u00f3w obs\u0142uguje ponad 240 marek i ponad 1700 modeli, a jego skuteczno\u015b\u0107 stale ro\u015bnie dzi\u0119ki aktualizacjom.<\/p>","protected":false},"excerpt":{"rendered":"<p>What Is MMR (Make, Model Recognition)? 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[&hellip;]<\/p>\n","protected":false},"author":4,"featured_media":19808,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[103],"tags":[428,191,194,470,472,471,468,429,174,192,465,467,466,170,173,175,469,427],"class_list":["post-19802","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-traffic-transportation","tag-access","tag-alpr","tag-anpr","tag-body","tag-brand","tag-category","tag-color","tag-control","tag-license","tag-lpr","tag-make","tag-mmr","tag-model","tag-number","tag-plate","tag-recognition","tag-type","tag-vehicle"],"acf":{"blog_page_hero_image":19807,"who_wrote_this_arcticle":[5954],"tags_for_search_separate_with_comma___":"make,mode,recognition,mmr,anpr,alpr,lpr,access,retail,control,brand,color,category,body,vehicle,car,"},"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.5 (Yoast SEO v27.5) - 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